output
20152023
most citedAdvancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge

267 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing 2021Show all

3 papers · 1 filter

cs.LG2021★ 29 cited

Cramér-Rao bound-informed training of neural networks for quantitative MRI

Xiaoxia Zhang, Quentin Duchemin, Kangning Liu +4

Neural networks are increasingly used to estimate parameters in quantitative MRI, in particular in magnetic resonance fingerprinting. Their advantages over the gold standard non-li…

physics.med-ph2021★ 29 cited

Generalized Bloch model: a theory for pulsed magnetization transfer

Jakob Assländer, Cem Gultekin, Sebastian Flassbeck +2

Purpose: The paper introduces a classical model to describe the dynamics of large spin-1/2 ensembles associated with nuclei bound in large molecule structures, commonly referred to…

cs.CE2021★ 22 cited

Compression of volume-surface integral equation matrices via Tucker decomposition for magnetic resonance applications

Ilias I. Giannakopoulos, Georgy D. Guryev, Jose E. C. Serralles +4

In this work, we propose a method for the compression of the coupling matrix in volume\hyp surface integral equation (VSIE) formulations. VSIE methods are used for electromagnetic…